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Cell Type Classification research benchmarks – Page 2 · SOTA2 Research

Cell Type Classification

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

GSE84133 human 2

96.7Macro F1

6

Mar 31, 2026

GSE84133 human 1

96.1Macro-F1

6

Mar 31, 2026

98.6Macro-F1

6

Mar 31, 2026

94.1Macro F1 Score

6

Mar 31, 2026

99Macro-F1

6

Mar 31, 2026

94.9Macro-F1

6

Mar 31, 2026

95.9Macro F1

6

Mar 31, 2026

99.2Macro-AUC

6

Mar 31, 2026

GSE84133 mouse 2

99.3Macro-AUC

6

Mar 31, 2026

GSE84133 mouse1

99.9Macro-AUC

6

Mar 31, 2026

GSE84133 human 4

99.8Macro-AUC

6

Mar 31, 2026

GSE84133 human 3

99Macro-AUC

6

Mar 31, 2026

GSE84133 human 2

99.4Macro-AUC

6

Mar 31, 2026

GSE84133 human 1

98.9Macro-AUC

6

Mar 31, 2026

100Macro-AUC

6

Mar 31, 2026

99Macro-AUC

6

Mar 31, 2026

99.8Macro-AUC

6

Mar 31, 2026

99.2Macro-AUC

6

Mar 31, 2026

99.4Macro-AUC

6

Mar 31, 2026

72.18Macro F1 Score

6

Feb 26, 2026

86Macro Accuracy

6

Feb 26, 2026

semi-synthetic ST dataset (test)

93.1Accuracy

5

Feb 26, 2026

—

—Primary metric

0

Feb 26, 2026

Page 2 of 2

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